<b>Emprego do Algoritmo Busca Tabu na determinação de principios ativos em fármacos</b>

A new methodology of analysis for the quantification of antihipertensive drugs is provided in this work, using tabu search optimization with infrared spectroscopy by diffuse reflectance Fourier transform (DRIFTS)...

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Main Authors: Pedro Henrique de Almeida Konzen, João Carlos Furtado, Claudia Wollmann Carvalho, Rolf Fredi Molz, Marco Flores Ferrão
Format: Article
Language:English
Published: Universidade Federal de Santa Catarina 2003-03-01
Series:Revista Produção Online
Online Access:http://producaoonline.org.br/rpo/article/view/614
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spelling doaj-faced173c6044dbaa94ce419b36f69b52020-11-24T21:40:25ZengUniversidade Federal de Santa CatarinaRevista Produção Online1676-19012003-03-013110.14488/1676-1901.v3i1.614337<b>Emprego do Algoritmo Busca Tabu na determinação de principios ativos em fármacos</b>Pedro Henrique de Almeida KonzenJoão Carlos FurtadoClaudia Wollmann CarvalhoRolf Fredi MolzMarco Flores FerrãoA new methodology of analysis for the quantification of antihipertensive drugs is provided in this work, using tabu search optimization with infrared spectroscopy by diffuse reflectance Fourier transform (DRIFTS) and partial-least squares regression method (PLS). Firstly, through an experimental planning, samples with the active principle hidrochlorotiazide in starch were prepared, and the standard set of the spectra as well as of the validation samples were gotten in this process. A diffuse reflectance joined to a Nicolet Magna 550 spectrophotometry in the mid-infrared region was used. The examples were developed in a Matlab, spending the real data in shape of Log (1/R). The calibration was through PLS in order to use it as a pre-processing. The data were used in multiplicative signal correction (MSC). After the best wavelength selection, which results in models with better coefficient regression (R2), these were improved using routines based on tabu search heuristic method. For the evaluation of the optimization a standard error of validation (SEV) was used. The new technique using DRIFTS/PLS/TS shows an excellent choice for the quality control of the productive process of factories and drugstores that produce or handle these materials in large scale, presenting low time of analysis, no sample destruction and no wastes production. Keywords: Tabu Search, Pharmacological Formulations, multivariate regression.http://producaoonline.org.br/rpo/article/view/614
collection DOAJ
language English
format Article
sources DOAJ
author Pedro Henrique de Almeida Konzen
João Carlos Furtado
Claudia Wollmann Carvalho
Rolf Fredi Molz
Marco Flores Ferrão
spellingShingle Pedro Henrique de Almeida Konzen
João Carlos Furtado
Claudia Wollmann Carvalho
Rolf Fredi Molz
Marco Flores Ferrão
<b>Emprego do Algoritmo Busca Tabu na determinação de principios ativos em fármacos</b>
Revista Produção Online
author_facet Pedro Henrique de Almeida Konzen
João Carlos Furtado
Claudia Wollmann Carvalho
Rolf Fredi Molz
Marco Flores Ferrão
author_sort Pedro Henrique de Almeida Konzen
title <b>Emprego do Algoritmo Busca Tabu na determinação de principios ativos em fármacos</b>
title_short <b>Emprego do Algoritmo Busca Tabu na determinação de principios ativos em fármacos</b>
title_full <b>Emprego do Algoritmo Busca Tabu na determinação de principios ativos em fármacos</b>
title_fullStr <b>Emprego do Algoritmo Busca Tabu na determinação de principios ativos em fármacos</b>
title_full_unstemmed <b>Emprego do Algoritmo Busca Tabu na determinação de principios ativos em fármacos</b>
title_sort <b>emprego do algoritmo busca tabu na determinação de principios ativos em fármacos</b>
publisher Universidade Federal de Santa Catarina
series Revista Produção Online
issn 1676-1901
publishDate 2003-03-01
description A new methodology of analysis for the quantification of antihipertensive drugs is provided in this work, using tabu search optimization with infrared spectroscopy by diffuse reflectance Fourier transform (DRIFTS) and partial-least squares regression method (PLS). Firstly, through an experimental planning, samples with the active principle hidrochlorotiazide in starch were prepared, and the standard set of the spectra as well as of the validation samples were gotten in this process. A diffuse reflectance joined to a Nicolet Magna 550 spectrophotometry in the mid-infrared region was used. The examples were developed in a Matlab, spending the real data in shape of Log (1/R). The calibration was through PLS in order to use it as a pre-processing. The data were used in multiplicative signal correction (MSC). After the best wavelength selection, which results in models with better coefficient regression (R2), these were improved using routines based on tabu search heuristic method. For the evaluation of the optimization a standard error of validation (SEV) was used. The new technique using DRIFTS/PLS/TS shows an excellent choice for the quality control of the productive process of factories and drugstores that produce or handle these materials in large scale, presenting low time of analysis, no sample destruction and no wastes production. Keywords: Tabu Search, Pharmacological Formulations, multivariate regression.
url http://producaoonline.org.br/rpo/article/view/614
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